Out of the Fog and into Power (Power, Type I error and “sample size” [8:27]

When are statistical tests good at detecting when true treatment differences exist and when are they bad at it? We’ll introduce the concept of the “power” of a statistical test and Type 1 errors – falsely concluding that “true differences” exist when they don’t exist at all!